Shayan Nejadshamsi Student (postdoctoral), GERAD share McGill University Education since Sep 2025 Postdoctoral research McGill University, Samira Abbasgholizadeh-Rahimi, director Publications Mar 2026 Machine learning–based prediction of Metabolic Syndrome risk in the Quebec population Haowei Qiu, Shayan Nejadshamsi, Ting Wang, Stella S. Daskalopoulou, and Samira Abbasgholizadeh-Rahimi BMJ Digital Health & AI, 2(1), Paper no: e000065, 2026 BibTeX reference Feb 2026 Evaluation and improvement of algorithmic fairness for COVID-19 severity classification using Explainable Artificial Intelligence-based bias mitigation Shayan Nejadshamsi, Charlene H. Chu, Kathy Mcgilton, Xiaoxiao Li, Charlene Esteban Ronquillo, and Samira Abbasgholizadeh-Rahimi JAMIA Open, 9(1), Paper no: ooaf171, 2026 BibTeX reference Mar 2025 Development and Feasibility Study of HOPE Model for Prediction of Depression Among Older Adults Using Wi-Fi-based Motion Sensor Data: Machine Learning Study Shayan Nejadshamsi, Vania Karami, Negar Ghourchian, Narges Armanfard, Howard Bergman, Roland Grad, Machelle Wilchesky, Vladimir Khanassov, Isabelle Vedel, and Samira Abbasgholizadeh-Rahimi JMIR aging, 8, Paper no: e67715, 2025 BibTeX reference
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